{smcl}
{txt}{sf}{ul off}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Contract Duration\May 2020\Output Files\Selling_Out.OMIT CONTROL COVARIATES.06-01-2021.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 1 Jun 2021, 12:33:20
{txt}
{com}. 
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. *** ROBUSTNESS CHECK: OMIT ALL NON-PRIMARY/CONTROL COVARIATES -- EXCEPT FOR AGENCY, YEAR, AND PRODUCT SERVICE TYPE UNIT EFFECTS -- EVALUATE STABILITY OF THE ESTIMATES ****
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. **** ACCESS DATABASE ***
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. use "C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Contract Duration\May 2020\zarit_contractingdata_duration.FAR threshold.05-29-2021.GAK.dta", replace
{txt}
{com}. 
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. *** PART II ANALYSES: CHOICE OF CONTRACT STRUCTURE [PROBIT REGRESSIONS ANALYZING VARIOUS COMBINATIONS OF CONTRACT STRUCTURES: SUPPLY & COST STRUCTURE COMBINATIONS]
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. ***  LOW RISK CONTRACTUAL DESIGNS FROM U.S. FEDERAL GOVERNMENT'S PERSPECTIVE AS A "BUYER" **
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. ** A5.1 FULLY BENEFICIAL TERMS FOR BUYER/AGENCY EFFECTIVE: **
. **    MULTIPLE/COMPETITIVE BIDS  & FIXED COST CONTRACTS [COST PLUS, TIME & MATERIALS, & LABOR] [N = 1,094,254] ***
. **    MUST BE ESTIMATED ON COMMON SAMPLE OF OBSERVATIONS -- 'QUIETLY' ESTIMATE FULL MODEL SPECIFICATION *** 
. 
. quietly probit m11 c.agency_packing##execlevel##pol_align  c.agency_packing##execlevel##pol_opposed  perc_prof  selin1_abszero  selin2_abszero unified lnannualrevenue_adj house_app house_ways house_majority  close_congelect_dist     dod dc_area goods_services lnvendorsum_adj lndollarsobligated_adj  pres_donor_pac lnpres_donor_pac_amount_adj   i.agency yearfe2 yearfe3 yearfe4 yearfe5 yearfe6 yearfe7 yearfe8 yearfe9 yearfe10 yearfe11 yearfe12 yearfe13 yearfe14 yearfe15 yearfe16   i.psc_id, vce(cluster agency)
{txt}
{com}. *
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16} 1,094,254{col 28}-740752.9{col 39}-641408.7{col 50}    39{col 58}  1282895{col 69}  1283360
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. *
. *
. *
. 
. *** REDUCED MODEL SPECIFICATION [SANS CONTROL COVARIATES] ***
. 
. probit m11 c.agency_packing##execlevel##pol_align  c.agency_packing##execlevel##pol_opposed    i.agency yearfe2 yearfe3 yearfe4 yearfe5 yearfe6 yearfe7 yearfe8 yearfe9 yearfe10 yearfe11 yearfe12 yearfe13 yearfe14 yearfe15 yearfe16   i.psc_id  if e(sample), vce(cluster agency)

{txt}note: agency_packing omitted because of collinearity
note: 119.agency omitted because of collinearity
{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-740752.89}  
Iteration 1:{space 3}log pseudolikelihood = {res:-646344.66}  
Iteration 2:{space 3}log pseudolikelihood = {res:-645788.86}  
Iteration 3:{space 3}log pseudolikelihood = {res:-645786.85}  
Iteration 4:{space 3}log pseudolikelihood = {res:-645786.85}  
{res}
{txt}Probit regression{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 49}{help j_robustsingular##|_new:Wald chi2(38)}{col 67}=          {res}.
{txt}{col 49}Prob > chi2{col 67}=          {res}.
{txt}Log pseudolikelihood = {res}-645786.85{txt}{col 49}Pseudo R2{col 67}= {res}    0.1282

{txt}{ralign 104:(Std. Err. adjusted for {res:40} clusters in agency)}
{hline 39}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 40}{c |}{col 52}    Robust
{col 1}                                   m11{col 40}{c |}      Coef.{col 52}   Std. Err.{col 64}      z{col 72}   P>|z|{col 80}     [95% Con{col 93}f. Interval]
{hline 39}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 24}agency_packing {c |}{col 40}{res}{space 2} .2477873{col 52}{space 2} .8956669{col 63}{space 1}    0.28{col 72}{space 3}0.782{col 80}{space 4}-1.507687{col 93}{space 3} 2.003262
{txt}{space 27}1.execlevel {c |}{col 40}{res}{space 2}  .454461{col 52}{space 2} .1556285{col 63}{space 1}    2.92{col 72}{space 3}0.003{col 80}{space 4} .1494347{col 93}{space 3} .7594873
{txt}{space 38} {c |}
{space 12}execlevel#c.agency_packing {c |}
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{txt}{space 38} {c |}
{space 27}1.pol_align {c |}{col 40}{res}{space 2} .4705745{col 52}{space 2} 1.261836{col 63}{space 1}    0.37{col 72}{space 3}0.709{col 80}{space 4}-2.002579{col 93}{space 3} 2.943727
{txt}{space 38} {c |}
{space 12}pol_align#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2}-1.312445{col 52}{space 2}  1.30668{col 63}{space 1}   -1.00{col 72}{space 3}0.315{col 80}{space 4} -3.87349{col 93}{space 3}   1.2486
{txt}{space 38} {c |}
{space 19}execlevel#pol_align {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2}-.6993289{col 52}{space 2}  .227039{col 63}{space 1}   -3.08{col 72}{space 3}0.002{col 80}{space 4}-1.144317{col 93}{space 3}-.2543406
{txt}{space 38} {c |}
{space 2}execlevel#pol_align#c.agency_packing {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2} 1.328293{col 52}{space 2} .4497509{col 63}{space 1}    2.95{col 72}{space 3}0.003{col 80}{space 4} .4467972{col 93}{space 3} 2.209788
{txt}{space 38} {c |}
{space 24}agency_packing {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 25}1.pol_opposed {c |}{col 40}{res}{space 2} -.015863{col 52}{space 2} 1.153065{col 63}{space 1}   -0.01{col 72}{space 3}0.989{col 80}{space 4}-2.275829{col 93}{space 3} 2.244103
{txt}{space 38} {c |}
{space 10}pol_opposed#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2} .1417129{col 52}{space 2} 1.233783{col 63}{space 1}    0.11{col 72}{space 3}0.909{col 80}{space 4}-2.276457{col 93}{space 3} 2.559883
{txt}{space 38} {c |}
{space 17}execlevel#pol_opposed {c |}
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{txt}{space 38} {c |}
execlevel#pol_opposed#c.agency_packing {c |}
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{txt}{space 38} {c |}
{space 32}agency {c |}
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{space 38} {c |}
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{txt}{space 38} {c |}
{space 32}psc_id {c |}
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{txt}{space 38} {c |}
{space 33}_cons {c |}{col 40}{res}{space 2}-.4880322{col 52}{space 2} .5235233{col 63}{space 1}   -0.93{col 72}{space 3}0.351{col 80}{space 4}-1.514119{col 93}{space 3} .5380546
{txt}{hline 39}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16} 1,094,254{col 28}-740752.9{col 39}-645786.8{col 50}    39{col 58}  1291652{col 69}  1292116
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. *
. 
. 
. 
. *** FIGURES A5.2 & A5.3 ***
. 
. 
. *** A5.1.1 PRESIDENTIAL ALIGNED AGENCIES: EVALUATED AT 10TH PCTILE [LOW POLITICIZATION] & 90TH PCTILE [HIGH POLITICIZATION] VALUES OF WITHINAGENCY_PACKING ///
> ***     [N = 202,829] ***
. 
. * Compute within-agency & overall distribution of agency_packing 'moderator' covariate *
. *
. sum withinagency_packing if e(sample) & pol_align==1, detail

                    {txt}withinagency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0641362       -.320994
{txt} 5%    {res}-.0641362       -.273434
{txt}10%    {res}-.0641362      -.1916324       {txt}Obs         {res}    202,829
{txt}25%    {res}-.0020672      -.1788643       {txt}Sum of Wgt. {res}    202,829

{txt}50%    {res}-.0000131                      {txt}Mean          {res}-.0006504
                        {txt}Largest       Std. Dev.     {res} .0354254
{txt}75%    {res} .0002127       .4490712
{txt}90%    {res}  .014702       .4490712       {txt}Variance      {res}  .001255
{txt}95%    {res}  .014702       .4490712       {txt}Skewness      {res}  2.11239
{txt}99%    {res} .1597132       .4490712       {txt}Kurtosis      {res} 14.00396
{txt}
{com}. *
. sum agency_packing if e(sample) & pol_align==1, detail

                   {txt}(first) agency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}        0              0
{txt} 5%    {res}        0              0
{txt}10%    {res}        0              0       {txt}Obs         {res}    202,829
{txt}25%    {res}  .062069              0       {txt}Sum of Wgt. {res}    202,829

{txt}50%    {res} .1322506                      {txt}Mean          {res} .1701639
                        {txt}Largest       Std. Dev.     {res} .1873102
{txt}75%    {res} .1915709              2
{txt}90%    {res} .4851852              2       {txt}Variance      {res} .0350851
{txt}95%    {res} .4851852              2       {txt}Skewness      {res} 3.637102
{txt}99%    {res}      .75              2       {txt}Kurtosis      {res} 26.71759
{txt}
{com}. *
. * 
. ** Compute Marginal Effects at Three Distinct Values of Within-Agency Distribution of agency_packing 'moderator': ///
> ** 10th Percentile (LOW)  & 90TH Percentile [HIGH]
. 
. * IDEOLOGICALLY ALIGNED AGENCIES: LOW APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [1 & 2] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4321222{col 26}{space 2} .0398821{col 37}{space 1}   10.83{col 46}{space 3}0.000{col 54}{space 4} .3539547{col 67}{space 3} .5102896
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2989357{col 26}{space 2} .0484201{col 37}{space 1}    6.17{col 46}{space 3}0.000{col 54}{space 4} .2040341{col 67}{space 3} .3938372
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4321222{col 26}{space 2} .0398821{col 37}{space 1}   10.83{col 46}{space 3}0.000{col 54}{space 4}  .366522{col 67}{space 3} .4977223
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2989357{col 26}{space 2} .0484201{col 37}{space 1}    6.17{col 46}{space 3}0.000{col 54}{space 4} .2192917{col 67}{space 3} .3785796
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY ALIGNED AGENCIES: LOW APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [3]* 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1331865{col 26}{space 2}  .017177{col 37}{space 5}-.1668527{col 51}{space 3}-.0995203
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1331865{col 26}{space 2}  .017177{col 37}{space 5}-.1614401{col 51}{space 3}-.1049329
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY ALIGNED AGENCIES: HIGH APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [4 & 5] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4022048{col 26}{space 2} .0208784{col 37}{space 1}   19.26{col 46}{space 3}0.000{col 54}{space 4} .3612838{col 67}{space 3} .4431257
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2875981{col 26}{space 2} .0364555{col 37}{space 1}    7.89{col 46}{space 3}0.000{col 54}{space 4} .2161467{col 67}{space 3} .3590495
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4022048{col 26}{space 2} .0208784{col 37}{space 1}   19.26{col 46}{space 3}0.000{col 54}{space 4} .3678628{col 67}{space 3} .4365467
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2875981{col 26}{space 2} .0364555{col 37}{space 1}    7.89{col 46}{space 3}0.000{col 54}{space 4} .2276342{col 67}{space 3}  .347562
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY ALIGNED AGENCIES: HIGH APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [6] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1146067{col 26}{space 2}  .018746{col 37}{space 5}-.1513482{col 51}{space 3}-.0778652
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1146067{col 26}{space 2}  .018746{col 37}{space 5}-.1454412{col 51}{space 3}-.0837722
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY ALIGNED AGENCIES: PREDICTED PROBABILITY DIFFERENCE BETWEEN HIGH & LOW APPOINTEE POLITICIZATION FOR BOTH NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [7 & 8] * 
. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) contrast(atcontrast(r._at))
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     2.44{col 39}{space 2}   0.1186
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.85{col 39}{space 2}   0.3575
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}     8.29{col 39}{space 2}   0.0158
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [95% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0299174{col 27}{space 2} .0191683{col 38}{space 5}-.0674865{col 52}{space 3} .0076517
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0113376{col 27}{space 2} .0123226{col 38}{space 5}-.0354895{col 52}{space 3} .0128143
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) contrast(atcontrast(r._at)) level(90)
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,829

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     2.44{col 39}{space 2}   0.1186
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.85{col 39}{space 2}   0.3575
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}     8.29{col 39}{space 2}   0.0158
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [90% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0299174{col 27}{space 2} .0191683{col 38}{space 5}-.0614464{col 52}{space 3} .0016116
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0113376{col 27}{space 2} .0123226{col 38}{space 5}-.0316065{col 52}{space 3} .0089314
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. 
. 
. 
. ********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
.  
.   
. 
. *** A5.1.2 PRESIDENTIAL OPPOSED AGENCIES: EVALUATED AT 10TH PCTILE [LOW POLITICIZATION] & AND 90TH PCTILE [HIGH POLITICIZATION] VALUES OF WITHINAGENCY_PACKING ///
> ***     [N = 502,976] 
. 
. * Compute within-agency & overall distribution of agency_packing 'moderator' covariate *
. sum withinagency_packing if e(sample) & pol_opposed==1, detail

                    {txt}withinagency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0641362      -1.786192
{txt} 5%    {res}-.0641362      -1.145625
{txt}10%    {res}-.0641362      -.4061343       {txt}Obs         {res}    502,976
{txt}25%    {res}-.0077981       -.177226       {txt}Sum of Wgt. {res}    502,976

{txt}50%    {res}-.0000215                      {txt}Mean          {res} .0031832
                        {txt}Largest       Std. Dev.     {res}  .057605
{txt}75%    {res}  .014702       .2104578
{txt}90%    {res}  .014702       .3527859       {txt}Variance      {res} .0033183
{txt}95%    {res} .1597132       1.010458       {txt}Skewness      {res} 1.507805
{txt}99%    {res} .1597132       1.010458       {txt}Kurtosis      {res} 8.094134
{txt}
{com}. sum agency_packing if e(sample) & pol_opposed==1, detail

                   {txt}(first) agency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}        0              0
{txt} 5%    {res}        0              0
{txt}10%    {res}        0              0       {txt}Obs         {res}    502,976
{txt}25%    {res}  .056338              0       {txt}Sum of Wgt. {res}    502,976

{txt}50%    {res} .0788382                      {txt}Mean          {res}  .144348
                        {txt}Largest       Std. Dev.     {res} .1491679
{txt}75%    {res} .2238494              2
{txt}90%    {res} .3428571              2       {txt}Variance      {res} .0222511
{txt}95%    {res} .4851852              2       {txt}Skewness      {res} 1.692761
{txt}99%    {res} .4851852              2       {txt}Kurtosis      {res}  9.35793
{txt}
{com}. *
.  
. ** Compute Marginal Effects at Three Distinct Values of Within-Agency Distribution of agency_packing 'moderator': ///
> ** 10th Percentile (LOW) & 90TH Percentile [HIGH]
. 
. 
. * IDEOLOGICALLY OPPOSED AGENCIES: LOW APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [1 & 2] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4373803{col 26}{space 2} .0323886{col 37}{space 1}   13.50{col 46}{space 3}0.000{col 54}{space 4} .3738998{col 67}{space 3} .5008608
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .3752591{col 26}{space 2}  .046292{col 37}{space 1}    8.11{col 46}{space 3}0.000{col 54}{space 4} .2845285{col 67}{space 3} .4659898
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4373803{col 26}{space 2} .0323886{col 37}{space 1}   13.50{col 46}{space 3}0.000{col 54}{space 4} .3841058{col 67}{space 3} .4906548
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .3752591{col 26}{space 2}  .046292{col 37}{space 1}    8.11{col 46}{space 3}0.000{col 54}{space 4} .2991156{col 67}{space 3} .4514027
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY OPPOSED AGENCIES: LOW APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [3] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.0621212{col 26}{space 2} .0269595{col 37}{space 5}-.1149608{col 51}{space 3}-.0092815
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.0621212{col 26}{space 2} .0269595{col 37}{space 5}-.1064656{col 51}{space 3}-.0177767
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY OPPOSED AGENCIES: HIGH APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [4 & 5] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1)  
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4483358{col 26}{space 2} .0183479{col 37}{space 1}   24.44{col 46}{space 3}0.000{col 54}{space 4} .4123744{col 67}{space 3} .4842971
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .3653944{col 26}{space 2} .0354288{col 37}{space 1}   10.31{col 46}{space 3}0.000{col 54}{space 4} .2959553{col 67}{space 3} .4348336
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4483358{col 26}{space 2} .0183479{col 37}{space 1}   24.44{col 46}{space 3}0.000{col 54}{space 4} .4181561{col 67}{space 3} .4785154
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .3653944{col 26}{space 2} .0354288{col 37}{space 1}   10.31{col 46}{space 3}0.000{col 54}{space 4} .3071193{col 67}{space 3} .4236696
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY OPPOSED AGENCIES: HIGH APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [6] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.0829413{col 26}{space 2} .0225347{col 37}{space 5}-.1271086{col 51}{space 3}-.0387741
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.0829413{col 26}{space 2} .0225347{col 37}{space 5}-.1200076{col 51}{space 3} -.045875
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY OPPOSED AGENCIES: PREDICTED PROBABILITY DIFFERENCE BETWEEN HIGH & LOW APPOINTEE POLITICIZATION FOR BOTH NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [7 & 8] * 
. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1) contrast(atcontrast(r._at))
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.60{col 39}{space 2}   0.4376
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.81{col 39}{space 2}   0.3670
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}     7.14{col 39}{space 2}   0.0281
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [95% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2} .0109555{col 27}{space 2} .0141147{col 38}{space 5}-.0167088{col 52}{space 3} .0386198
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0098647{col 27}{space 2} .0109352{col 38}{space 5}-.0312973{col 52}{space 3} .0115679
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1) contrast(atcontrast(r._at)) level(90)
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res} 1,094,254
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    502,976

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.60{col 39}{space 2}   0.4376
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.81{col 39}{space 2}   0.3670
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}     7.14{col 39}{space 2}   0.0281
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [90% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2} .0109555{col 27}{space 2} .0141147{col 38}{space 5}-.0122611{col 52}{space 3} .0341721
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0098647{col 27}{space 2} .0109352{col 38}{space 5}-.0278515{col 52}{space 3} .0081221
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. 
. 
. 
. 
. * FIGURE A5.2A [IDEOLOGICALLY ALIGNED AGENCIES] -- PLACEMENT OF ESTIMATES: 1  2  3      4  5  6     7  8
. * FIGURE A5.2B [IDEOLOGICALLY OPPOSED AGENCIES] -- PLACEMENT OF ESTIMATES: 9 10 11     12 13 14    15 16
. 
. *** FOR FIGURES A5.3A & A5.3B -- CONVERT ESTIMATES 3, 6, 7, & 8 [IDEOLOGICALLY ALIGNED]  PLUS 11, 14, 15 & 16 [IDEOLOGICALLY OPPOSED] IN TERMS OF THE FOLLOWING: (A) PREDICTED NUMBER OF CONTRACTS AFFECTED AMONG LOW RISK CONTRACTS IN
. *                                SAMPLE, (B) PREDICTED TOTAL MONETARY VALUE AFFECTED AMONG LOW RISK CONTRACTS IN SAMPLE, & (C) PREDICTED PROPORTION OF MONETARY VALUE AFFECTED AMONG LOW RISK CONTRACTS IN SAMPLE  
. 
. * FIGURE A5.3A [IDEOLOGICALLY ALIGNED AGENCIES] -- PLACEMENT OF ESTIMATES:  3(A-C)    6(A-C)          7(A-C)    8(A-C)
. * FIGURE A5.3B [IDEOLOGICALLY OPPOSED AGENCIES] -- PLACEMENT OF ESTIMATES: 11(A-C)   14(A-C)         15(A-C)   16(A-C) 
. 
. 
. *** A: PREDICTED NUMBER OF CONTRACTS AFFECTED: This is computed as marginal probability effect × number of multiple bid and fixed cost procurements in the regression sample, conditional on both a given president-agency ideological configuration [ALIGN/NEUTRAL/OPPOSED] and organizational level for procurement agreements [EXECUTIVE LEVEL/NON-EXECUTIVE LEVEL].
. 
. *
. *
. 
. *** B: PREDICTED CONSTANT DOLLAR VALUE IMPACT: Predicated by Predicted Number of Multiple Bid and Fixed Cost Contracts Affected Relative to the total 2009 constant dollar value of these subset of observations in the regression sample [E.G., ALIGNED | EXECUTIVE LEVEL;  ALIGNED | NON-EXECUTIVE LEVEL; ETC....].
. 
. *
. *
. 
. *** C: PREDICTED PROPORTIONAL CONSTANT DOLLAR VALUE IMPACT [i.e., B] RELATIVE TO SUM/TOTAL OF ALL SAMPLE CONTRACTS OF LOW GOVERNMENT RISK: 
. 
. 
. 
. 
. **************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
. 
. 
. 
. 
. *** HIGH RISK CONTRACTUAL DESIGNS FROM U.S. FEDERAL GOVERNMENT'S PERSPECTIVE AS A "BUYER" ***
. 
. 
. 
. 
. ** A5.2  FULLY BENEFICIAL TERMS FOR SELLER/CONTRACTOR: [N = 1,095,646] **
. **     SINGLE BIDS [CLOSED PROCESS] & VARIABLE COST CONTRACTS [COST PLUS, TIME & MATERIALS, & LABOR] **
. 
. quietly probit m00closed c.agency_packing##execlevel##pol_align  c.agency_packing##execlevel##pol_opposed  perc_prof  selin1_abszero  selin2_abszero unified lnannualrevenue_adj house_app house_ways house_majority  close_congelect_dist   dod dc_area goods_services lnvendorsum_adj lndollarsobligated_adj   pres_donor_pac lnpres_donor_pac_amount_adj i.agency yearfe2 yearfe3 yearfe4 yearfe5 yearfe6 yearfe7 yearfe8 yearfe9 yearfe10 yearfe11 yearfe12 yearfe13 yearfe14 yearfe15 yearfe16  i.psc_id , vce(cluster agency)
{txt}
{com}. *
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16} 1,091,070{col 28}-174225.9{col 39}-128577.5{col 50}    35{col 58}   257225{col 69} 257641.6
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. *
. *
. 
. *** REDUCED MODEL SPECIFICATION [SANS CONTROL COVARIATES] ***
. 
. probit m00closed c.agency_packing##execlevel##pol_align  c.agency_packing##execlevel##pol_opposed    i.agency yearfe2 yearfe3 yearfe4 yearfe5 yearfe6 yearfe7 yearfe8 yearfe9 yearfe10 yearfe11 yearfe12 yearfe13 yearfe14 yearfe15 yearfe16   i.psc_id  if e(sample), vce(cluster agency)

{txt}note: agency_packing omitted because of collinearity
note: 119.agency omitted because of collinearity
{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-174225.89}  
Iteration 1:{space 3}log pseudolikelihood = {res:-136850.46}  
Iteration 2:{space 3}log pseudolikelihood = {res: -132308.8}  
Iteration 3:{space 3}log pseudolikelihood = {res:-132118.88}  
Iteration 4:{space 3}log pseudolikelihood = {res:-132109.71}  
Iteration 5:{space 3}log pseudolikelihood = {res:-132109.53}  
Iteration 6:{space 3}log pseudolikelihood = {res:-132109.53}  
{res}
{txt}Probit regression{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 49}{help j_robustsingular##|_new:Wald chi2(34)}{col 67}=          {res}.
{txt}{col 49}Prob > chi2{col 67}=          {res}.
{txt}Log pseudolikelihood = {res}-132109.53{txt}{col 49}Pseudo R2{col 67}= {res}    0.2417

{txt}{ralign 104:(Std. Err. adjusted for {res:36} clusters in agency)}
{hline 39}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 40}{c |}{col 52}    Robust
{col 1}                             m00closed{col 40}{c |}      Coef.{col 52}   Std. Err.{col 64}      z{col 72}   P>|z|{col 80}     [95% Con{col 93}f. Interval]
{hline 39}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 24}agency_packing {c |}{col 40}{res}{space 2} 2.534813{col 52}{space 2} .8656785{col 63}{space 1}    2.93{col 72}{space 3}0.003{col 80}{space 4} .8381147{col 93}{space 3} 4.231512
{txt}{space 27}1.execlevel {c |}{col 40}{res}{space 2} .2496698{col 52}{space 2} .0531583{col 63}{space 1}    4.70{col 72}{space 3}0.000{col 80}{space 4} .1454814{col 93}{space 3} .3538582
{txt}{space 38} {c |}
{space 12}execlevel#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2} .0036796{col 52}{space 2} .1225945{col 63}{space 1}    0.03{col 72}{space 3}0.976{col 80}{space 4}-.2366012{col 93}{space 3} .2439604
{txt}{space 38} {c |}
{space 27}1.pol_align {c |}{col 40}{res}{space 2} 1.464644{col 52}{space 2}    1.034{col 63}{space 1}    1.42{col 72}{space 3}0.157{col 80}{space 4} -.561959{col 93}{space 3} 3.491247
{txt}{space 38} {c |}
{space 12}pol_align#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2}-2.615573{col 52}{space 2} .8820073{col 63}{space 1}   -2.97{col 72}{space 3}0.003{col 80}{space 4}-4.344275{col 93}{space 3}  -.88687
{txt}{space 38} {c |}
{space 19}execlevel#pol_align {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2}-.1011124{col 52}{space 2} .1784689{col 63}{space 1}   -0.57{col 72}{space 3}0.571{col 80}{space 4} -.450905{col 93}{space 3} .2486801
{txt}{space 38} {c |}
{space 2}execlevel#pol_align#c.agency_packing {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2}-.0526159{col 52}{space 2} .7306714{col 63}{space 1}   -0.07{col 72}{space 3}0.943{col 80}{space 4}-1.484705{col 93}{space 3} 1.379474
{txt}{space 38} {c |}
{space 24}agency_packing {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 25}1.pol_opposed {c |}{col 40}{res}{space 2}  1.87946{col 52}{space 2} 1.066651{col 63}{space 1}    1.76{col 72}{space 3}0.078{col 80}{space 4}-.2111366{col 93}{space 3} 3.970057
{txt}{space 38} {c |}
{space 10}pol_opposed#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2}-3.620629{col 52}{space 2} .9493213{col 63}{space 1}   -3.81{col 72}{space 3}0.000{col 80}{space 4}-5.481265{col 93}{space 3}-1.759993
{txt}{space 38} {c |}
{space 17}execlevel#pol_opposed {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2}-.3442731{col 52}{space 2} .1379672{col 63}{space 1}   -2.50{col 72}{space 3}0.013{col 80}{space 4}-.6146839{col 93}{space 3}-.0738622
{txt}{space 38} {c |}
execlevel#pol_opposed#c.agency_packing {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2} .7605682{col 52}{space 2} .3270919{col 63}{space 1}    2.33{col 72}{space 3}0.020{col 80}{space 4} .1194799{col 93}{space 3} 1.401656
{txt}{space 38} {c |}
{space 32}agency {c |}
{space 36}2  {c |}{col 40}{res}{space 2} .0910888{col 52}{space 2} .8016011{col 63}{space 1}    0.11{col 72}{space 3}0.910{col 80}{space 4} -1.48002{col 93}{space 3} 1.662198
{txt}{space 36}3  {c |}{col 40}{res}{space 2}-.3574274{col 52}{space 2} .8463122{col 63}{space 1}   -0.42{col 72}{space 3}0.673{col 80}{space 4}-2.016169{col 93}{space 3} 1.301314
{txt}{space 36}7  {c |}{col 40}{res}{space 2} .0964897{col 52}{space 2} .3406097{col 63}{space 1}    0.28{col 72}{space 3}0.777{col 80}{space 4} -.571093{col 93}{space 3} .7640725
{txt}{space 36}8  {c |}{col 40}{res}{space 2} .4034023{col 52}{space 2} .8504257{col 63}{space 1}    0.47{col 72}{space 3}0.635{col 80}{space 4}-1.263401{col 93}{space 3} 2.070206
{txt}{space 36}9  {c |}{col 40}{res}{space 2}  .214379{col 52}{space 2}  .882376{col 63}{space 1}    0.24{col 72}{space 3}0.808{col 80}{space 4}-1.515046{col 93}{space 3} 1.943804
{txt}{space 35}11  {c |}{col 40}{res}{space 2}  .169376{col 52}{space 2} .7765085{col 63}{space 1}    0.22{col 72}{space 3}0.827{col 80}{space 4}-1.352553{col 93}{space 3} 1.691305
{txt}{space 35}12  {c |}{col 40}{res}{space 2}-.0962921{col 52}{space 2} .6058433{col 63}{space 1}   -0.16{col 72}{space 3}0.874{col 80}{space 4}-1.283723{col 93}{space 3} 1.091139
{txt}{space 35}13  {c |}{col 40}{res}{space 2}-.2264225{col 52}{space 2} .8624259{col 63}{space 1}   -0.26{col 72}{space 3}0.793{col 80}{space 4}-1.916746{col 93}{space 3} 1.463901
{txt}{space 35}14  {c |}{col 40}{res}{space 2}    .1758{col 52}{space 2} .8133997{col 63}{space 1}    0.22{col 72}{space 3}0.829{col 80}{space 4}-1.418434{col 93}{space 3} 1.770034
{txt}{space 35}15  {c |}{col 40}{res}{space 2} .0211438{col 52}{space 2} .6580842{col 63}{space 1}    0.03{col 72}{space 3}0.974{col 80}{space 4}-1.268678{col 93}{space 3} 1.310965
{txt}{space 35}16  {c |}{col 40}{res}{space 2}-.4535948{col 52}{space 2} .2854598{col 63}{space 1}   -1.59{col 72}{space 3}0.112{col 80}{space 4}-1.013086{col 93}{space 3} .1058961
{txt}{space 35}17  {c |}{col 40}{res}{space 2} .7797591{col 52}{space 2} .2938806{col 63}{space 1}    2.65{col 72}{space 3}0.008{col 80}{space 4} .2037637{col 93}{space 3} 1.355754
{txt}{space 35}18  {c |}{col 40}{res}{space 2} .3362247{col 52}{space 2} .9104988{col 63}{space 1}    0.37{col 72}{space 3}0.712{col 80}{space 4} -1.44832{col 93}{space 3}  2.12077
{txt}{space 35}19  {c |}{col 40}{res}{space 2} .9604207{col 52}{space 2} .4428245{col 63}{space 1}    2.17{col 72}{space 3}0.030{col 80}{space 4} .0925006{col 93}{space 3} 1.828341
{txt}{space 35}21  {c |}{col 40}{res}{space 2} .5504251{col 52}{space 2} .8843942{col 63}{space 1}    0.62{col 72}{space 3}0.534{col 80}{space 4}-1.182956{col 93}{space 3} 2.283806
{txt}{space 35}23  {c |}{col 40}{res}{space 2}  .336991{col 52}{space 2} .3061784{col 63}{space 1}    1.10{col 72}{space 3}0.271{col 80}{space 4}-.2631077{col 93}{space 3} .9370897
{txt}{space 35}24  {c |}{col 40}{res}{space 2} 1.632845{col 52}{space 2} .4614679{col 63}{space 1}    3.54{col 72}{space 3}0.000{col 80}{space 4} .7283848{col 93}{space 3} 2.537306
{txt}{space 35}25  {c |}{col 40}{res}{space 2}-.3327794{col 52}{space 2} .5752646{col 63}{space 1}   -0.58{col 72}{space 3}0.563{col 80}{space 4}-1.460277{col 93}{space 3} .7947185
{txt}{space 35}26  {c |}{col 40}{res}{space 2}  .448861{col 52}{space 2} .9333709{col 63}{space 1}    0.48{col 72}{space 3}0.631{col 80}{space 4}-1.380512{col 93}{space 3} 2.278234
{txt}{space 35}27  {c |}{col 40}{res}{space 2}-.0054635{col 52}{space 2} .8280704{col 63}{space 1}   -0.01{col 72}{space 3}0.995{col 80}{space 4}-1.628452{col 93}{space 3} 1.617525
{txt}{space 35}33  {c |}{col 40}{res}{space 2}-2.589157{col 52}{space 2} .6134628{col 63}{space 1}   -4.22{col 72}{space 3}0.000{col 80}{space 4}-3.791522{col 93}{space 3}-1.386792
{txt}{space 35}34  {c |}{col 40}{res}{space 2}-.7212028{col 52}{space 2} .8536344{col 63}{space 1}   -0.84{col 72}{space 3}0.398{col 80}{space 4}-2.394296{col 93}{space 3} .9518899
{txt}{space 35}37  {c |}{col 40}{res}{space 2} 1.313077{col 52}{space 2} .4911465{col 63}{space 1}    2.67{col 72}{space 3}0.008{col 80}{space 4}  .350448{col 93}{space 3} 2.275707
{txt}{space 35}43  {c |}{col 40}{res}{space 2} .4493132{col 52}{space 2}  .425942{col 63}{space 1}    1.05{col 72}{space 3}0.291{col 80}{space 4}-.3855179{col 93}{space 3} 1.284144
{txt}{space 35}44  {c |}{col 40}{res}{space 2} -1.20644{col 52}{space 2} .4627535{col 63}{space 1}   -2.61{col 72}{space 3}0.009{col 80}{space 4} -2.11342{col 93}{space 3}  -.29946
{txt}{space 35}45  {c |}{col 40}{res}{space 2} .8384967{col 52}{space 2} .9565296{col 63}{space 1}    0.88{col 72}{space 3}0.381{col 80}{space 4}-1.036267{col 93}{space 3}  2.71326
{txt}{space 35}49  {c |}{col 40}{res}{space 2} 1.004751{col 52}{space 2} .9638526{col 63}{space 1}    1.04{col 72}{space 3}0.297{col 80}{space 4}-.8843655{col 93}{space 3} 2.893867
{txt}{space 34}102  {c |}{col 40}{res}{space 2} 1.636353{col 52}{space 2} .3224877{col 63}{space 1}    5.07{col 72}{space 3}0.000{col 80}{space 4} 1.004288{col 93}{space 3} 2.268417
{txt}{space 34}103  {c |}{col 40}{res}{space 2} .6669903{col 52}{space 2} .8364599{col 63}{space 1}    0.80{col 72}{space 3}0.425{col 80}{space 4}-.9724409{col 93}{space 3} 2.306421
{txt}{space 34}107  {c |}{col 40}{res}{space 2} -.270376{col 52}{space 2} .2211389{col 63}{space 1}   -1.22{col 72}{space 3}0.221{col 80}{space 4}-.7038002{col 93}{space 3} .1630483
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{txt}{space 35}91  {c |}{col 40}{res}{space 2}-.0539336{col 52}{space 2} .1285839{col 63}{space 1}   -0.42{col 72}{space 3}0.675{col 80}{space 4}-.3059534{col 93}{space 3} .1980862
{txt}{space 35}92  {c |}{col 40}{res}{space 2}-.7179874{col 52}{space 2} .1938956{col 63}{space 1}   -3.70{col 72}{space 3}0.000{col 80}{space 4}-1.098016{col 93}{space 3}-.3379589
{txt}{space 35}93  {c |}{col 40}{res}{space 2}-.1210881{col 52}{space 2} .1824049{col 63}{space 1}   -0.66{col 72}{space 3}0.507{col 80}{space 4}-.4785952{col 93}{space 3}  .236419
{txt}{space 35}94  {c |}{col 40}{res}{space 2} .6192462{col 52}{space 2} .0906413{col 63}{space 1}    6.83{col 72}{space 3}0.000{col 80}{space 4} .4415924{col 93}{space 3} .7968999
{txt}{space 35}95  {c |}{col 40}{res}{space 2} .0579488{col 52}{space 2} .1414481{col 63}{space 1}    0.41{col 72}{space 3}0.682{col 80}{space 4}-.2192843{col 93}{space 3} .3351818
{txt}{space 35}96  {c |}{col 40}{res}{space 2}-.0311452{col 52}{space 2} .1162353{col 63}{space 1}   -0.27{col 72}{space 3}0.789{col 80}{space 4}-.2589622{col 93}{space 3} .1966717
{txt}{space 35}97  {c |}{col 40}{res}{space 2} .3041825{col 52}{space 2}  .228154{col 63}{space 1}    1.33{col 72}{space 3}0.182{col 80}{space 4}-.1429912{col 93}{space 3} .7513562
{txt}{space 35}98  {c |}{col 40}{res}{space 2}-.0966387{col 52}{space 2} .2644521{col 63}{space 1}   -0.37{col 72}{space 3}0.715{col 80}{space 4}-.6149553{col 93}{space 3} .4216779
{txt}{space 35}99  {c |}{col 40}{res}{space 2}-.5162606{col 52}{space 2} .2110676{col 63}{space 1}   -2.45{col 72}{space 3}0.014{col 80}{space 4}-.9299455{col 93}{space 3}-.1025757
{txt}{space 34}100  {c |}{col 40}{res}{space 2}-.7201308{col 52}{space 2}  .227534{col 63}{space 1}   -3.16{col 72}{space 3}0.002{col 80}{space 4}-1.166089{col 93}{space 3}-.2741723
{txt}{space 34}101  {c |}{col 40}{res}{space 2}-.6678025{col 52}{space 2} .1768777{col 63}{space 1}   -3.78{col 72}{space 3}0.000{col 80}{space 4}-1.014476{col 93}{space 3}-.3211286
{txt}{space 34}102  {c |}{col 40}{res}{space 2}-.6356421{col 52}{space 2}  .092521{col 63}{space 1}   -6.87{col 72}{space 3}0.000{col 80}{space 4}-.8169799{col 93}{space 3}-.4543042
{txt}{space 38} {c |}
{space 33}_cons {c |}{col 40}{res}{space 2}-2.974552{col 52}{space 2} .4845872{col 63}{space 1}   -6.14{col 72}{space 3}0.000{col 80}{space 4}-3.924326{col 93}{space 3}-2.024779
{txt}{hline 39}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16} 1,091,070{col 28}-174225.9{col 39}-132109.5{col 50}    35{col 58} 264289.1{col 69} 264705.7
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. *
. 
. *
. 
. *** FIGURES A5.4 & A5.5 ***
. 
. 
. *** A5.2.1 PRESIDENTIAL ALIGNED AGENCIES: EVALUATED AT 10TH PCTILE [LOW POLITICIZATION] & 90TH PCTILE [HIGH POLITICIZATION] VALUES OF WITHINAGENCY_PACKING ///
> ***    [N = 202,129] ***
. 
. * Compute within-agency & overall distribution of agency_packing 'moderator' covariate *
. sum withinagency_packing if e(sample) & pol_align==1, detail

                    {txt}withinagency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0641362       -.320994
{txt} 5%    {res}-.0641362       -.273434
{txt}10%    {res}-.0641362      -.1916324       {txt}Obs         {res}    202,129
{txt}25%    {res}-.0020672      -.1788643       {txt}Sum of Wgt. {res}    202,129

{txt}50%    {res}-.0000131                      {txt}Mean          {res}-.0006115
                        {txt}Largest       Std. Dev.     {res} .0354345
{txt}75%    {res} .0002127       .4490712
{txt}90%    {res}  .014702       .4490712       {txt}Variance      {res} .0012556
{txt}95%    {res}  .014702       .4490712       {txt}Skewness      {res} 2.117872
{txt}99%    {res} .1597132       .4490712       {txt}Kurtosis      {res} 14.01433
{txt}
{com}. sum agency_packing if e(sample) & pol_align==1, detail

                   {txt}(first) agency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}        0              0
{txt} 5%    {res}        0              0
{txt}10%    {res}        0              0       {txt}Obs         {res}    202,129
{txt}25%    {res}  .062069              0       {txt}Sum of Wgt. {res}    202,129

{txt}50%    {res} .1322506                      {txt}Mean          {res} .1702843
                        {txt}Largest       Std. Dev.     {res} .1874931
{txt}75%    {res} .1915709              2
{txt}90%    {res} .4851852              2       {txt}Variance      {res} .0351537
{txt}95%    {res} .4851852              2       {txt}Skewness      {res} 3.636909
{txt}99%    {res}      .75              2       {txt}Kurtosis      {res} 26.69399
{txt}
{com}. *
. 
. * IDEOLOGICALLY ALIGNED AGENCIES: LOW APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [1 & 2] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0446486{col 26}{space 2} .0041693{col 37}{space 1}   10.71{col 46}{space 3}0.000{col 54}{space 4}  .036477{col 67}{space 3} .0528202
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .1017201{col 26}{space 2}  .027231{col 37}{space 1}    3.74{col 46}{space 3}0.000{col 54}{space 4} .0483484{col 67}{space 3} .1550919
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0446486{col 26}{space 2} .0041693{col 37}{space 1}   10.71{col 46}{space 3}0.000{col 54}{space 4} .0377908{col 67}{space 3} .0515064
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .1017201{col 26}{space 2}  .027231{col 37}{space 1}    3.74{col 46}{space 3}0.000{col 54}{space 4} .0569291{col 67}{space 3} .1465112
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY ALIGNED AGENCIES: LOW APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [3]* 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0570715{col 26}{space 2} .0289019{col 37}{space 5} .0004249{col 51}{space 3} .1137182
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0570715{col 26}{space 2} .0289019{col 37}{space 5} .0095322{col 51}{space 3} .1046109
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY ALIGNED AGENCIES: HIGH APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [4 & 5] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0441232{col 26}{space 2} .0026813{col 37}{space 1}   16.46{col 46}{space 3}0.000{col 54}{space 4} .0388679{col 67}{space 3} .0493785
{txt}{space 10}1  {c |}{col 14}{res}{space 2}  .100183{col 26}{space 2} .0213694{col 37}{space 1}    4.69{col 46}{space 3}0.000{col 54}{space 4} .0582997{col 67}{space 3} .1420662
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0441232{col 26}{space 2} .0026813{col 37}{space 1}   16.46{col 46}{space 3}0.000{col 54}{space 4} .0397128{col 67}{space 3} .0485336
{txt}{space 10}1  {c |}{col 14}{res}{space 2}  .100183{col 26}{space 2} .0213694{col 37}{space 1}    4.69{col 46}{space 3}0.000{col 54}{space 4} .0650334{col 67}{space 3} .1353325
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY ALIGNED AGENCIES: HIGH APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [6] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0560598{col 26}{space 2} .0220305{col 37}{space 5} .0128809{col 51}{space 3} .0992387
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0560598{col 26}{space 2} .0220305{col 37}{space 5} .0198229{col 51}{space 3} .0922967
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY ALIGNED AGENCIES: PREDICTED PROBABILITY DIFFERENCE BETWEEN HIGH & LOW APPOINTEE POLITICIZATION FOR BOTH NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [7 & 8] * 
. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) contrast(atcontrast(r._at))
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.09{col 39}{space 2}   0.7590
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.06{col 39}{space 2}   0.7994
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}     0.36{col 39}{space 2}   0.8367
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [95% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0005254{col 27}{space 2} .0017126{col 38}{space 5} -.003882{col 52}{space 3} .0028311
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0015372{col 27}{space 2} .0060477{col 38}{space 5}-.0133904{col 52}{space 3}  .010316
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) contrast(atcontrast(r._at)) level(90)
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    202,129

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.09{col 39}{space 2}   0.7590
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.06{col 39}{space 2}   0.7994
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}     0.36{col 39}{space 2}   0.8367
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [90% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0005254{col 27}{space 2} .0017126{col 38}{space 5}-.0033423{col 52}{space 3} .0022915
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0015372{col 27}{space 2} .0060477{col 38}{space 5}-.0114847{col 52}{space 3} .0084103
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. 
. 
. 
. ********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
.  
.   
. *** 2.2 PRESIDENTIAL OPPOSED AGENCIES: EVALUATED AT 10TH PCTILE [LOW POLITICIZATION] & 90TH PCTILE [HIGH POLITICIZATION] VALUES OF WITHINAGENCY_PACKING ///
> ***     [N = 500,873] ***
. 
. * Compute within-agency & overall distribution of agency_packing 'moderator' covariate *
. sum withinagency_packing if e(sample) & pol_opposed==1, detail

                    {txt}withinagency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0641362      -1.786192
{txt} 5%    {res}-.0641362      -1.145625
{txt}10%    {res}-.0641362      -.4061343       {txt}Obs         {res}    500,873
{txt}25%    {res}-.0077981       -.177226       {txt}Sum of Wgt. {res}    500,873

{txt}50%    {res}-.0000215                      {txt}Mean          {res} .0031871
                        {txt}Largest       Std. Dev.     {res} .0575489
{txt}75%    {res}  .014702       .2104578
{txt}90%    {res}  .014702       .3527859       {txt}Variance      {res} .0033119
{txt}95%    {res} .1597132       1.010458       {txt}Skewness      {res} 1.509143
{txt}99%    {res} .1597132       1.010458       {txt}Kurtosis      {res} 8.125667
{txt}
{com}. sum agency_packing if e(sample) & pol_opposed==1, detail

                   {txt}(first) agency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}        0              0
{txt} 5%    {res}        0              0
{txt}10%    {res}        0              0       {txt}Obs         {res}    500,873
{txt}25%    {res}  .056338              0       {txt}Sum of Wgt. {res}    500,873

{txt}50%    {res} .0788382                      {txt}Mean          {res} .1444638
                        {txt}Largest       Std. Dev.     {res} .1492799
{txt}75%    {res} .2238494              2
{txt}90%    {res} .3428571              2       {txt}Variance      {res} .0222845
{txt}95%    {res} .4851852              2       {txt}Skewness      {res} 1.693148
{txt}99%    {res} .4851852              2       {txt}Kurtosis      {res} 9.358517
{txt}
{com}. *
.  
. ** Compute Marginal Effects at Three Distinct Values of Within-Agency Distribution of agency_packing 'moderator': ///
> ** 10th Percentile (LOW) & 90TH Percentile [HIGH]
. 
. 
. * IDEOLOGICALLY OPPOSED AGENCIES: LOW APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [9 & 10] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0297514{col 26}{space 2} .0032039{col 37}{space 1}    9.29{col 46}{space 3}0.000{col 54}{space 4} .0234719{col 67}{space 3} .0360309
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .0872821{col 26}{space 2}  .022109{col 37}{space 1}    3.95{col 46}{space 3}0.000{col 54}{space 4} .0439492{col 67}{space 3}  .130615
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0297514{col 26}{space 2} .0032039{col 37}{space 1}    9.29{col 46}{space 3}0.000{col 54}{space 4} .0244815{col 67}{space 3} .0350213
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .0872821{col 26}{space 2}  .022109{col 37}{space 1}    3.95{col 46}{space 3}0.000{col 54}{space 4}  .050916{col 67}{space 3} .1236482
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY OPPOSED AGENCIES: LOW APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [11] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0575307{col 26}{space 2} .0193794{col 37}{space 5} .0195477{col 51}{space 3} .0955137
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0575307{col 26}{space 2} .0193794{col 37}{space 5} .0256544{col 51}{space 3}  .089407
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY OPPOSED AGENCIES: HIGH APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [12 & 13] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0252131{col 26}{space 2} .0016717{col 37}{space 1}   15.08{col 46}{space 3}0.000{col 54}{space 4} .0219366{col 67}{space 3} .0284897
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .0840536{col 26}{space 2} .0166952{col 37}{space 1}    5.03{col 46}{space 3}0.000{col 54}{space 4} .0513316{col 67}{space 3} .1167756
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0252131{col 26}{space 2} .0016717{col 37}{space 1}   15.08{col 46}{space 3}0.000{col 54}{space 4} .0224633{col 67}{space 3} .0279629
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .0840536{col 26}{space 2} .0166952{col 37}{space 1}    5.03{col 46}{space 3}0.000{col 54}{space 4} .0565925{col 67}{space 3} .1115148
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY OPPOSED AGENCIES: HIGH APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [14] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0588405{col 26}{space 2} .0153231{col 37}{space 5} .0288078{col 51}{space 3} .0888732
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0588405{col 26}{space 2} .0153231{col 37}{space 5} .0336363{col 51}{space 3} .0840447
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY OPPOSED AGENCIES: PREDICTED PROBABILITY DIFFERENCE BETWEEN HIGH & LOW APPOINTEE POLITICIZATION FOR BOTH NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [15 & 16] 
. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1) contrast(atcontrast(r._at))
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     8.62{col 39}{space 2}   0.0033
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.34{col 39}{space 2}   0.5627
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}    32.90{col 39}{space 2}   0.0000
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [95% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0045383{col 27}{space 2} .0015459{col 38}{space 5}-.0075682{col 52}{space 3}-.0015084
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0032285{col 27}{space 2} .0055779{col 38}{space 5} -.014161{col 52}{space 3}  .007704
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_opposed==1) contrast(atcontrast(r._at)) level(90)
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res} 1,091,070
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    500,873

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     8.62{col 39}{space 2}   0.0033
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.34{col 39}{space 2}   0.5627
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}    32.90{col 39}{space 2}   0.0000
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [90% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0045383{col 27}{space 2} .0015459{col 38}{space 5} -.007081{col 52}{space 3}-.0019955
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0032285{col 27}{space 2} .0055779{col 38}{space 5}-.0124033{col 52}{space 3} .0059464
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. 
. 
. 
. 
. * FIGURE A5.4A [IDEOLOGICALLY ALIGNED AGENCIES] -- PLACEMENT OF ESTIMATES: 1  2  3      4  5  6     7  8
. * FIGURE A5.4B [IDEOLOGICALLY OPPOSED AGENCIES] -- PLACEMENT OF ESTIMATES: 9 10 11     12 13 14    15 16
. 
. *** FOR FIGURES A5.5A & A5.5B -- CONVERT ESTIMATES 3, 6, 7, & 8 [IDEOLOGICALLY ALIGNED]  PLUS 11, 14, 15 & 16 [IDEOLOGICALLY OPPOSED] IN TERMS OF THE FOLLOWING: (A) PREDICTED NUMBER OF CONTRACTS AFFECTED AMONG LOW RISK CONTRACTS IN
. *                                SAMPLE, (B) PREDICTED TOTAL MONETARY VALUE AFFECTED AMONG LOW RISK CONTRACTS IN SAMPLE, & (C) PREDICTED PROPORTION OF MONETARY VALUE AFFECTED AMONG LOW RISK CONTRACTS IN SAMPLE  
. 
. * FIGURE A5.5A [IDEOLOGICALLY ALIGNED AGENCIES] -- PLACEMENT OF ESTIMATES:  3(A-C)    6(A-C)          7(A-C)    8(A-C)
. * FIGURE A5.5B [IDEOLOGICALLY OPPOSED AGENCIES] -- PLACEMENT OF ESTIMATES: 11(A-C)   14(A-C)         15(A-C)   16(A-C) 
. 
. 
. *** A: PREDICTED NUMBER OF CONTRACTS AFFECTED: This is computed as marginal probability effect × number of multiple bid and fixed cost procurements in the regression sample, conditional on both a given president-agency ideological configuration [ALIGN/NEUTRAL/OPPOSED] and organizational level for procurement agreements [EXECUTIVE LEVEL/NON-EXECUTIVE LEVEL].
. 
. *
. *
. 
. *** B: PREDICTED CONSTANT DOLLAR VALUE IMPACT: Predicated by Predicted Number of Multiple Bid and Fixed Cost Contracts Affected Relative to the total 2009 constant dollar value of these subset of observations in the regression sample [E.G., ALIGNED | EXECUTIVE LEVEL;  ALIGNED | NON-EXECUTIVE LEVEL; ETC....].
. 
. *
. *
. 
. *** C: PREDICTED PROPORTIONAL CONSTANT DOLLAR VALUE IMPACT [i.e., B] RELATIVE TO SUM/TOTAL OF ALL SAMPLE CONTRACTS OF HIGH GOVERNMENT RISK: 
.  
.  
.  
. 
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. 
. 
. 
. 
. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Contract Duration\May 2020\Output Files\Selling_Out.OMIT CONTROL COVARIATES.06-01-2021.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 1 Jun 2021, 12:49:28
{txt}{.-}
{smcl}
{txt}{sf}{ul off}